Paper Citation Record · LEDGER

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization

As of 12 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2507.16679.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.16679 v3

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:12:44.089593Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact3
verified fuzzy11
unresolved14
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8705891e-5f17-4824-aed4-4d6fae8dae3d · outbound

This paper cites • Ask a clarifying question or restate their concern to show genuine empathy.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization • Ask a clarifying question or restate their concern to show genuine empathy

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.812671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2beee5cf-c1ce-41da-a8f0-bd06161dd716 · outbound

This paper cites • Briefly explain why this standard matters and how it guides your advice.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization • Briefly explain why this standard matters and how it guides your advice

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.802482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3250978f-146a-48ad-9133-d8bbffd33a23 · outbound

This paper cites • Note its origin and show respectfully how it informs modern solutions.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization • Note its origin and show respectfully how it informs modern solutions

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.792385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bc1db06f-81e4-4eb5-89a3-12a05e0bbf03 · outbound

This paper cites • Propose clear, low-barrier safeguards and a fallback option.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization • Propose clear, low-barrier safeguards and a fallback option

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.781821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 484eb9c6-8d65-4047-82b9-0499c09ae7d3 · outbound

This paper cites HELPS Check.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization HELPS Check

Reference 5

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T15:12:44.244930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 42150c00-fff6-403f-92b4-5de03db99e9b · outbound

This paper cites doi: 10.18653/v1/2024.emnlp-main.85.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization doi: 10.18653/v1/2024.emnlp-main.85

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.014301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d636c252-a0ca-44b1-a0ab-606ff079bdb6 · outbound

This paper cites QIU, Y ., Zhao, Z., Ziser, Y ., Korhonen, A., Ponti, E., and Cohen, S.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization QIU, Y ., Zhao, Z., Ziser, Y ., Korhonen, A., Ponti, E., and Cohen, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.892438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c7e94780-3c96-41a7-9e63-08f01e8b15f9 · outbound

This paper cites Rafailov, R., Sharma, A., Mitchell, E., Manning, C.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Rafailov, R., Sharma, A., Mitchell, E., Manning, C

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.882499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d8275292-9b84-4f69-b32c-e78268547d8d · outbound

This paper cites Ramesh, S.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Ramesh, S

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.871653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 553c1987-1beb-412f-816e-9c491c321fa7 · outbound

This paper cites Proximal Policy Optimization Algorithms.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Proximal Policy Optimization Algorithms

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.051240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4913a7f2-41b6-42c0-bd9a-9c6794698e48 · outbound

This paper cites power”and v2=“anti-power.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization power”and v2=“anti-power

Reference 25

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T15:12:44.833883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a9805410-8dda-4282-a9b3-c6b8caade83a · outbound

This paper cites When I am perseverant, I.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization When I am perseverant, I

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.822681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 44f3374e-3650-4fe4-b3a9-a6d705d3449f · outbound

This paper cites findings-acl.41/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization findings-acl.41/

Reference 41

Resolution: verified exact; raw_fallback, observed 2026-08-06T15:12:44.766020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4bff193e-b168-4dd0-929a-b9d8481901aa · outbound

This paper cites naacl-long.185/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization naacl-long.185/

Reference 185

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.057649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ff777f-2051-44cd-861e-cb3375ecb25e · outbound

This paper cites emnlp-main.210/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization emnlp-main.210/

Reference 210

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.054563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 283ce571-6659-4547-8441-187a2c3c7af1 · outbound

This paper cites findings-emnlp.242/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization findings-emnlp.242/

Reference 242

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.030552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45533990-a5f9-48c5-a5ba-c5e62a9b95d7 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Gemini: A Family of Highly Capable Multimodal Models

Reference 301

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.010584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d731b2a9-f73e-4989-98f0-6537d5ba03d2 · outbound

This paper cites findings-naacl.326/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization findings-naacl.326/

Reference 326

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.920918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b6270ecb-0968-48a1-a085-9cabf1412267 · outbound

This paper cites naacl-long.486/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization naacl-long.486/

Reference 486

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.853153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7141613e-364b-460c-89dc-ec896deb2b5d · outbound

This paper cites acl-long.585/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization acl-long.585/

Reference 585

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.066832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 750123f0-421f-443f-95eb-8af9b9266d9b · outbound

This paper cites findings-emnlp.637/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization findings-emnlp.637/

Reference 637

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.024207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8fae0d-6e92-4193-8cb9-43eda5c26ecb · outbound

This paper cites emnlp-main.721/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization emnlp-main.721/

Reference 721

Resolution: verified exact; raw_fallback, observed 2026-08-06T15:12:44.615607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 20763f08-9e12-42df-a381-4d89d1010d84 · outbound

This paper cites Value Augmented Sampling for Language Model Alignment and Personalization.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Value Augmented Sampling for Language Model Alignment and Personalization

Reference 838

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.020713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ae0c2c2-3529-48d1-8fed-7ff803626598 · outbound

This paper cites findings-emnlp.972/.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization findings-emnlp.972/

Reference 972

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:12:44.901561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cfe9f788-6082-4f8a-824b-6f5e0571f5c6 · outbound

This paper cites URL http://www.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization URL http://www

Reference 1937

Resolution: verified exact; raw_fallback, observed 2026-08-06T15:12:44.537307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d3b79344-b253-42b1-8a46-a0b382013a07 · outbound

This paper cites Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems

Reference 1969

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T15:12:44.345512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 33ba1b57-3bfb-47b0-8098-53b3fb949d00 · outbound

This paper cites Ye, H., Zhang, T., Xie, Y ., Zhang, L., Ren, Y ., Zhang, X., and Song, G.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Ye, H., Zhang, T., Xie, Y ., Zhang, L., Ren, Y ., Zhang, X., and Song, G

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.063874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc4aafd2-17e0-4a91-be4d-c6f2fb69fe92 · outbound

This paper cites cc/paper_files/paper/2022/file/ b1efde53be364a73914f58805a001731-Paper-Conference.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization cc/paper_files/paper/2022/file/ b1efde53be364a73914f58805a001731-Paper-Conference

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.034010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65fba2a3-b9c6-4714-999d-1c5e9e4a2d6e · outbound

This paper cites Mixtral of Experts.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Mixtral of Experts

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.027093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f1d94e8-968b-4a1a-813e-cf31d23da02b · outbound

This paper cites Cohen, J.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Cohen, J

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.001065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dbb323f-ce0b-42a5-bd4c-4555d110d27f · outbound

This paper cites ISBN 979-8-89176-251-0.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization ISBN 979-8-89176-251-0

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.017688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.